Skip to content

siddharthnaik7/hr-analytics-employee-attrition-sas

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 
 
 

Repository files navigation

HR Analytics Employee Attrition

● Kaggle Link: https://www.kaggle.com/lnvardanyan/hr-analytics

● Experimented with various supervised learning methods using SAS to study the characteristics of employees that are more prone to turn-over (attrition). Performed data cleaning, data exploration and graphical exploration.

● Analyzed the performances of all the models used.

Models Developed:

o Logistic Regression

o Clustering

o Decision Tree